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Salesforce Implementation Timeline: Phases, Duration, Planning & Best Practices

Understand the Salesforce implementation timeline, phases, duration, dependencies, planning process, risks, and best practices for a successful enterprise

Salesforce Services
Category
Sep 25, 2026
Published
MoreYeahs
Author

A Salesforce implementation timeline is rarely determined by the size of the Salesforce license alone.

The real timeline depends on what the organization is trying to change.

A straightforward Salesforce rollout with limited customization, clean data, and a small user base can move relatively quickly. A complex enterprise implementation involving multiple business units, legacy CRM migration, ERP integration, custom automation, security requirements, reporting, and large-scale user adoption requires significantly more planning.

Salesforce itself recommends working backward from the intended launch date, defining milestones, estimating the time and resources required, and accounting for organizational complexity, user population, change management, and competing initiatives.

For enterprise teams, the better question is therefore not:

"How many weeks does Salesforce implementation take?"

It is:

"What needs to happen before Salesforce can safely go live, and how much time does each dependency require?"

This guide explains the Salesforce implementation timeline from discovery through post-go-live optimization, including typical duration ranges, implementation phases, dependencies, risks, and practical planning strategies.

Salesforce Implementation Timeline at a Glance

A Salesforce implementation can range from a relatively short rollout to a multi-phase enterprise transformation.

As a planning framework:

Implementation TypeTypical Planning Range*Typical Characteristics
Basic Salesforce rollout4 to 8 weeksLimited configuration, small user group, minimal integrations
Standard CRM implementation8 to 16 weeksSales/service processes, automation, reporting, data migration
Mid-complexity implementation3 to 6 monthsMultiple integrations, customization, complex data, several teams
Enterprise implementation6 to 12+ monthsMultiple business units, large migration, ERP integration, complex governance
Global transformation9 to 18+ monthsMultiple countries, systems, clouds, compliance requirements, phased rollout

*These are planning ranges rather than Salesforce-prescribed timelines. Actual duration varies significantly based on scope, data, integrations, customization, stakeholder availability, team experience, and organizational readiness.

A large enterprise should avoid treating these ranges as commitments.

Instead, use them as an initial planning framework and build the actual schedule after discovery.

What Determines the Salesforce Implementation Timeline?

There is no universal Salesforce implementation duration because two organizations can use the same Salesforce products while having completely different implementation requirements.

The biggest timeline drivers are usually:

1. Business process complexity

A simple lead-to-opportunity process is easier to implement than a multi-stage enterprise sales process involving approvals, pricing rules, partner channels, territory management, and revenue operations.

2. Number of Salesforce products

An implementation involving only Sales Cloud is different from one involving Sales Cloud, Service Cloud, Marketing Cloud, Data 360, Experience Cloud, or Agentforce.

Each additional capability can introduce configuration, integration, testing, security, and adoption requirements.

3. Customization

The more an organization moves away from standard Salesforce functionality, the more design, development, testing, documentation, and maintenance may be required.

4. Data migration

Data migration can become one of the largest schedule dependencies.

The organization may need to:

  • identify source systems
  • profile existing data
  • remove duplicates
  • standardize records
  • map fields
  • transform data
  • define ownership
  • establish relationships
  • migrate historical information
  • validate migrated records
  • perform multiple migration rehearsals

5. Integration requirements

Salesforce implementations often need to connect with:

  • ERP systems
  • finance platforms
  • marketing systems
  • data warehouses
  • customer portals
  • identity providers
  • communication platforms
  • legacy applications
  • custom business applications

MoreYeahs specifically supports Salesforce integration with systems including SAP, NetSuite, Dynamics 365, and custom platforms, using real-time, near-real-time, or batch integration patterns depending on the use case.

6. User population

A 50-user deployment and a 5,000-user enterprise rollout have very different training, change management, testing, and deployment requirements.

7. Geographic and organizational complexity

Multiple countries, business units, currencies, regulatory requirements, sales processes, and languages can increase implementation complexity.

8. Stakeholder availability

Salesforce projects depend heavily on business stakeholders.

If subject matter experts, process owners, data owners, or UAT teams are unavailable, technical work can become blocked.

Salesforce specifically identifies stakeholder and UAT availability as factors that can expand or contract implementation timelines.

The Salesforce Implementation Lifecycle

A practical Salesforce implementation lifecycle can be divided into these phases:

  1. Discovery and planning
  2. Requirements and solution design
  3. Salesforce architecture
  4. Configuration and customization
  5. Integration development
  6. Data migration
  7. Testing and UAT
  8. Training and change management
  9. Deployment and go-live
  10. Hypercare
  11. Optimization

These phases do not always happen strictly one after another.

In mature implementations, several workstreams run in parallel.

For example:

Configuration + integration + data migration preparation + testing preparation

may happen simultaneously.

The important point is to identify dependencies before creating the final project schedule.

Phase 1: Discovery and Planning

Typical duration: 1 to 3 weeks

The first phase establishes what Salesforce needs to accomplish.

This is where the implementation team studies the organization's existing processes, systems, users, data, and business objectives.

Key activities

  • Stakeholder interviews
  • Current-state process mapping
  • Business objective definition
  • Existing Salesforce org assessment, if applicable
  • Legacy system assessment
  • User and role analysis
  • Data source identification
  • Integration discovery
  • Reporting requirements
  • Security requirements
  • Initial scope definition
  • Project governance setup
  • Success metrics

The output should not simply be a list of Salesforce features.

It should describe the business capabilities Salesforce needs to deliver.

Example

Instead of:

"Configure opportunity management."

Define:

"Create a standardized opportunity lifecycle that improves pipeline visibility, enforces required data at critical stages, automates approvals, and supports management forecasting."

That distinction matters because it connects technical implementation to business outcomes.

Phase 2: Requirements and Solution Design

Typical duration: 2 to 4 weeks

Once discovery is complete, the project team translates business requirements into a Salesforce solution.

This typically includes:

  • Object model
  • Fields
  • Relationships
  • User roles
  • Profiles and permissions
  • Approval processes
  • Automation
  • Reporting
  • Dashboards
  • Integration requirements
  • Data migration mapping
  • Security model
  • Experience requirements
  • Mobile requirements

This phase should also distinguish between:

Standard Salesforce functionality

and

Custom development

That distinction can have a major effect on implementation time.

Salesforce recommends using appropriate planning and phased implementation approaches rather than attempting to build everything simultaneously.

Phase 3: Salesforce Architecture

Typical duration: 1 to 3 weeks

Architecture is particularly important for enterprise implementations.

The architecture team determines how Salesforce will interact with the rest of the technology environment.

Key decisions may include:

  • Salesforce org strategy
  • Data ownership
  • Integration architecture
  • API strategy
  • Identity and access management
  • Security model
  • Data retention
  • Automation architecture
  • Environment strategy
  • Deployment approach
  • Reporting architecture
  • Integration monitoring
  • Error handling

For example, if Salesforce needs to exchange customer and order information with an ERP, the architecture needs to define:

System of record → data ownership → synchronization frequency → transformation → error handling → monitoring

before development begins.

Phase 4: Salesforce Configuration and Customization

Typical duration: 3 to 8+ weeks

This is where the Salesforce environment begins to take shape.

Typical activities include:

  • Object configuration
  • Field creation
  • Page layouts
  • Record types
  • Validation rules
  • Flows
  • Approval processes
  • User permissions
  • Profiles and permission sets
  • Reports
  • Dashboards
  • Sales processes
  • Service processes
  • Custom components
  • Custom applications

Salesforce recommends configuring the platform around the organization's specific workflows and processes rather than treating implementation as a generic template exercise.

Configuration vs customization

A useful implementation principle is:

Configure first. Customize when there is a clear business reason.

Excessive customization can increase:

  • Development effort
  • Testing requirements
  • Deployment complexity
  • Technical debt
  • Future maintenance
  • Upgrade risk

Phase 5: Integration Development

Typical duration: 3 to 10+ weeks

Integration timelines vary dramatically.

A simple API connection may require relatively little development.

An enterprise integration landscape may require months of architecture, development, testing, monitoring, and reconciliation.

Typical integrations include:

  • Salesforce + SAP
  • Salesforce + NetSuite
  • Salesforce + Dynamics 365
  • Salesforce + ERP
  • Salesforce + data warehouse
  • Salesforce + marketing platforms
  • Salesforce + identity systems
  • Salesforce + custom applications

The implementation team should define the integration pattern for each system.

Common patterns

Real-time

Useful when users need immediate information.

Near-real-time

Useful when data needs to synchronize quickly but does not require immediate transaction-level synchronization.

Batch

Useful for high-volume or scheduled data processing.

MoreYeahs' Salesforce services approach explicitly accounts for different integration patterns and includes data mapping, error handling, and monitoring as part of integration work.

Phase 6: Data Migration

Typical duration: 2 to 8+ weeks

Data migration should begin early, even though production migration happens later.

A common mistake is treating migration as a final technical activity.

It is not.

Data quality can affect the entire implementation.

Salesforce data migration process

A typical migration involves:

  1. Data discovery
  2. Data profiling
  3. Data cleansing
  4. Data mapping
  5. Transformation
  6. Migration design
  7. Trial migration
  8. Validation
  9. Reconciliation
  10. Final migration

Data migration questions

Before setting a migration deadline, answer:

  • Which systems contain customer data?
  • Which system is the source of truth?
  • How many records need to be migrated?
  • How much historical data is required?
  • Are duplicate records present?
  • Are relationships between records reliable?
  • Are ownership rules changing?
  • Are legacy fields still required?
  • Does historical activity need to be retained?
  • Are integrations dependent on migrated IDs?

Salesforce deployment guidance also emphasizes reviewing objects, fields, records, relationships, metadata, and dependencies before deployment.

Phase 7: Testing and User Acceptance Testing

Typical duration: 2 to 5 weeks

Testing should not be treated as one final activity.

A mature Salesforce implementation typically uses multiple levels of testing.

Unit testing

Tests individual configurations or components.

System testing

Tests the complete Salesforce solution.

Integration testing

Tests data movement between Salesforce and external systems.

Data migration testing

Validates migrated records, relationships, ownership, and completeness.

Security testing

Validates:

  • Profiles
  • Permission sets
  • Sharing
  • Roles
  • Field-level security
  • Access restrictions

User Acceptance Testing

Business users validate whether Salesforce supports the processes they actually perform.

UAT is particularly important because a technically correct implementation can still fail if the business process does not work for users.

Phase 8: Training and Change Management

Typical duration: 1 to 4 weeks

Training should begin before go-live.

Salesforce's own implementation guidance emphasizes user training and support as important parts of successful CRM adoption.

Training may include:

  • Role-based sessions
  • Administrator training
  • Sales training
  • Service training
  • Manager training
  • Reporting training
  • Process documentation
  • Quick-reference guides
  • Recorded sessions
  • Internal champions

Why role-based training works better

A sales representative does not need the same training as a Salesforce administrator.

A manager needs to understand dashboards and forecasting.

A service agent needs to understand cases, knowledge, queues, and customer history.

Training should therefore reflect actual responsibilities.

Phase 9: Deployment and Go-Live

Typical duration: 1 to 2 weeks of final preparation

Go-live itself may happen within a defined deployment window, but the preparation behind it can take weeks.

Go-live checklist

Before deployment, confirm:

  • Configuration is complete
  • Integrations are ready
  • Data migration is validated
  • Security is verified
  • UAT is signed off
  • Training is complete
  • Users are provisioned
  • Reports are validated
  • Business owners have approved launch
  • Rollback procedures are documented
  • Support channels are ready
  • Monitoring is active

Salesforce recommends planning deployments carefully to avoid missing metadata dependencies and configuration requirements.

Phase 10: Hypercare

Typical duration: 1 to 4 weeks

The first few weeks after go-live are critical.

Users will discover issues that were difficult to identify during testing.

Typical hypercare activities include:

  • User support
  • Defect resolution
  • Integration monitoring
  • Data validation
  • Performance monitoring
  • Workflow adjustments
  • Permission corrections
  • Reporting fixes
  • Adoption tracking

The objective is not to continuously redesign Salesforce.

It is to stabilize the platform and separate genuine production issues from future enhancement requests.

Phase 11: Optimization

Ongoing

Salesforce implementation does not really end at go-live.

After stabilization, organizations should evaluate:

  • User adoption
  • Process efficiency
  • Data quality
  • Automation performance
  • Reporting accuracy
  • Integration reliability
  • Technical debt
  • New business requirements
  • Salesforce release changes
  • AI opportunities

MoreYeahs follows a five-stage Salesforce delivery model:

Discovery → Configuration → Integration → Training → Optimisation

The approach is designed to continue beyond initial implementation rather than treating go-live as the final milestone.

Salesforce Implementation Timeline Example

Consider a mid-sized organization implementing Salesforce Sales Cloud with data migration, automation, reporting, and several integrations.

A possible project structure could look like this:

PhaseEstimated Duration
Discovery1-2 weeks
Requirements & solution design2-3 weeks
Architecture1-2 weeks
Configuration3-5 weeks
Custom development2-4 weeks
Integration3-6 weeks
Data migration preparation3-5 weeks
Testing2-3 weeks
UAT1-2 weeks
Training1-2 weeks
Go-live preparation1 week
Deployment1 week
Hypercare2-4 weeks

These activities can overlap.

For example:

Week 1-2

Discovery

Week 3-5

Solution design + architecture

Week 5-9

Configuration + integration + migration preparation

Week 8-11

Testing + migration rehearsals

Week 10-12

UAT + training

Week 13

Deployment

Week 14-16

Hypercare

This produces a roughly three-to-four-month implementation for a moderate scope, but the actual schedule must be established from the organization's requirements.

Salesforce Implementation Timeline by Complexity

Small Salesforce Implementation

Approximate planning range: 4-8 weeks

Suitable for organizations with:

  • Limited users
  • Simple sales processes
  • Minimal customization
  • Clean data
  • Few integrations
  • Standard reporting

The implementation can often focus on configuration, basic migration, training, and deployment.

Mid-Sized Salesforce Implementation

Approximate planning range: 2-4 months

Common characteristics:

  • Multiple teams
  • Custom objects
  • Automated workflows
  • Data migration
  • Several reports and dashboards
  • External integrations
  • Structured UAT
  • Role-based training

This is where project dependencies begin to have a significant effect on timeline.

Complex Enterprise Implementation

Approximate planning range: 4-9+ months

Typical characteristics:

  • Multiple Salesforce products
  • Multiple business units
  • Complex security requirements
  • Large data migration
  • ERP integration
  • Custom applications
  • Complex automation
  • Multiple environments
  • Extensive UAT
  • Large user population

Global Salesforce Transformation

Approximate planning range: 9-18+ months

A global program may involve:

  • Multiple countries
  • Multiple currencies
  • Multiple languages
  • Regional business processes
  • Complex compliance requirements
  • Multiple legacy systems
  • Large-scale data migration
  • Several Salesforce clouds
  • Multiple rollout waves

In these cases, a single "go-live date" may not even be the right implementation model.

A phased rollout can be more practical.

Phased Salesforce Rollout vs Big-Bang Deployment

There are two common approaches.

Big-Bang Implementation

All users and business units move to Salesforce at approximately the same time.

Advantages

  • Faster organization-wide transition
  • Single deployment milestone
  • One operating model
  • No long coexistence period

Risks

  • Higher deployment risk
  • Larger training requirement
  • More difficult UAT
  • Bigger migration event
  • More significant business disruption if issues occur

Phased Rollout

Salesforce is introduced progressively.

For example:

Phase 1: Sales team

Phase 2: Customer service

Phase 3: Marketing

Phase 4: Regional teams

Phase 5: Advanced automation and analytics

Advantages

  • Lower deployment risk
  • Easier adoption
  • Earlier feedback
  • Smaller migration waves
  • Opportunity to improve the solution between phases

Risks

  • Longer overall program
  • Temporary coexistence of systems
  • More release management
  • Potential process inconsistencies

For complex organizations, phased implementation can provide a better balance between speed and control.

What Can Delay a Salesforce Implementation?

Most Salesforce delays are not caused by Salesforce itself.

They are caused by dependencies around the platform.

1. Unclear requirements

If requirements continue changing during development, the project schedule expands.

2. Poor data quality

Dirty, duplicated, incomplete, or inconsistent data creates migration rework.

3. Integration complexity

External systems may have undocumented APIs, inconsistent data models, or legacy constraints.

4. Slow stakeholder decisions

When business owners cannot approve requirements, development can stall.

5. Limited UAT availability

Salesforce specifically identifies stakeholder and UAT availability as timeline factors.

6. Excessive customization

Custom development increases design and testing effort.

7. Scope creep

New requirements introduced after development begins can affect multiple downstream activities.

8. Weak project governance

Without clear ownership, issues remain unresolved.

9. Poor change management

Technical completion does not guarantee user readiness.

10. Unrealistic go-live dates

A fixed launch date without sufficient preparation can force teams to reduce testing, training, or migration validation.

How to Create a Realistic Salesforce Implementation Timeline

Instead of starting with:

"We need Salesforce live in 12 weeks."

Start with:

"What must be true for Salesforce to safely go live in 12 weeks?"

Then work backward.

Step 1: Define the target outcome

Identify what the first release must accomplish.

Step 2: Define MVP scope

Separate:

Must have

from:

Should have

and:

Future enhancement

Step 3: Map dependencies

Document dependencies across:

  • Data
  • Integrations
  • Security
  • Users
  • Business decisions
  • External vendors

Step 4: Estimate each workstream

Estimate effort for:

  • Configuration
  • Development
  • Migration
  • Integration
  • Testing
  • UAT
  • Training
  • Deployment

Step 5: Identify parallel work

Some activities can run simultaneously.

Step 6: Add decision gates

Define approval points before moving into the next phase.

Step 7: Build contingency

Do not schedule every activity with zero buffer.

Step 8: Establish go-live criteria

Go-live should depend on measurable readiness rather than a calendar date alone.

Salesforce Implementation Milestones to Track

A project manager should track more than completion percentages.

Important milestones include:

Business milestones

  • Requirements approved
  • Process design approved
  • UAT sign-off
  • Executive go-live approval

Technical milestones

  • Architecture approved
  • Configuration complete
  • Integration complete
  • Migration rehearsal complete
  • Security validation complete

Adoption milestones

  • Training complete
  • Super users trained
  • User accounts provisioned
  • Support model activated

Deployment milestones

  • Production deployment ready
  • Final migration approved
  • Go-live completed
  • Hypercare completed

Salesforce Implementation Timeline Best Practices

1. Start with business outcomes

Do not build a timeline around Salesforce features alone.

Build it around business capabilities.

2. Define the MVP early

An MVP allows organizations to launch valuable functionality without waiting for every possible enhancement.

Salesforce's implementation guidance also highlights MVP approaches as a way to accelerate value realization.

3. Start data preparation early

Do not wait until configuration is complete.

Data profiling should begin near the beginning of the project.

4. Identify integrations during discovery

Integration complexity discovered late is one of the easiest ways to break a Salesforce schedule.

5. Run migration rehearsals

A successful test migration can reveal:

  • Mapping errors
  • Duplicate records
  • Missing relationships
  • Ownership problems
  • Transformation issues

before production cutover.

6. Make UAT a planned workstream

Do not simply ask business users to "test Salesforce" a few days before launch.

Provide:

  • Test scenarios
  • Test data
  • Acceptance criteria
  • Named testers
  • Defect process
  • Sign-off criteria

7. Train by role

Training should reflect how people actually use Salesforce.

8. Use phased deployment when appropriate

Large organizations can reduce risk by deploying progressively.

9. Maintain a decision log

Record major decisions about:

  • Architecture
  • Data
  • Integrations
  • Security
  • Scope
  • Customization

This prevents repeated discussions.

10. Plan for post-go-live

The implementation timeline should include hypercare and transition to ongoing support.

Salesforce Release Management After Implementation

Salesforce is continuously updated, so the project does not end when the initial implementation is complete.

Salesforce currently delivers three major seasonal releases each year: Spring, Summer, and Winter. Salesforce also provides sandbox preview periods before production upgrades.

That means organizations should build release management into their ongoing Salesforce operating model.

A mature release process should include:

  1. Review upcoming Salesforce changes
  2. Identify impacted customizations
  3. Test in sandbox
  4. Validate integrations
  5. Review business workflows
  6. Communicate relevant changes
  7. Deploy or prepare for the release
  8. Monitor production

This is particularly important for highly customized Salesforce environments.

Salesforce Implementation Timeline Checklist

Before approving the project schedule, confirm:

Planning

  • Business goals defined
  • Project scope approved
  • MVP identified
  • Executive sponsor assigned
  • Project governance established

Discovery

  • Current processes mapped
  • User groups identified
  • Existing systems documented
  • Integration requirements identified
  • Reporting requirements documented

Architecture

  • Data architecture approved
  • Integration architecture approved
  • Security model defined
  • Environment strategy defined
  • Deployment strategy defined

Configuration

  • Objects configured
  • Fields configured
  • Automation implemented
  • Security configured
  • Reports created

Data

  • Data sources identified
  • Data mapping completed
  • Data cleansing completed
  • Migration scripts/processes prepared
  • Trial migration completed
  • Reconciliation completed

Testing

  • System testing completed
  • Integration testing completed
  • Security testing completed
  • UAT completed
  • Critical defects resolved

Adoption

  • Training completed
  • Documentation prepared
  • Super users identified
  • Support process established

Go-live

  • Final migration approved
  • Deployment plan approved
  • Rollback plan documented
  • Business sign-off received
  • Support team ready

How MoreYeahs Approaches Salesforce Implementation Timelines

A Salesforce implementation timeline should reflect the actual organization rather than a generic implementation template.

MoreYeahs uses a five-stage delivery approach:

Discovery → Configuration → Integration → Training → Optimisation

The Discovery stage focuses on process mapping and org health assessment. Configuration covers object design, flows, and field mapping. Integration includes API connections and data migration. Training focuses on role-based enablement, followed by post-go-live optimization.

This approach is particularly relevant for organizations where Salesforce needs to connect with existing enterprise systems.

MoreYeahs states that its Salesforce practice has built integrations with SAP, NetSuite, Dynamics 365, and custom systems, supporting real-time, near-real-time, and batch patterns.

The company also reports 20 Salesforce implementation case studies across its broader case-study portfolio.

For example, MoreYeahs highlights Salesforce implementation work for a pet sales marketplace that resulted in 45% faster sales cycles and 40% operational efficiency gains, as well as a Salesforce CRM implementation for a multi-sector real estate and infrastructure enterprise that reported 35% faster deal closures and 40% improvement in operational efficiency.

The practical takeaway is simple:

A Salesforce timeline should be engineered around business processes, data, integrations, users, and measurable outcomes, not just a desired launch date.

Final Takeaway

A Salesforce implementation timeline is not simply a project calendar.

It is a dependency map connecting:

Business requirements → architecture → configuration → integrations → data → testing → users → deployment → optimization

The strongest implementation plans work backward from business outcomes and go-live criteria rather than forcing every project into the same number of weeks.

For smaller implementations, a focused rollout may take only a few weeks.

For mid-sized organizations, several months is often more realistic.

For enterprise and global programs, implementation may become a multi-phase transformation lasting many months.

The most important thing is not choosing the shortest timeline.

It is choosing a timeline that gives the organization enough time to build the right solution, migrate trustworthy data, validate integrations, prepare users, and launch without creating avoidable operational risk.

A well-planned Salesforce implementation should therefore optimize for time to value, not simply time to go-live.

Frequently Asked Questions

A simple implementation may take around 4 to 8 weeks, while a standard implementation can take 2 to 4 months. Complex enterprise implementations may take 4 to 9 months or longer. The actual timeline depends on scope, customization, data migration, integrations, users, stakeholder availability, and organizational complexity.

There is no single Salesforce-defined average. A mid-complexity Salesforce implementation often requires several months of planning, configuration, migration, integration, testing, training, and deployment.

A limited Salesforce rollout can potentially be completed in a short timeframe when the scope is narrow, data is clean, integrations are limited, and decision-making is fast. A complex enterprise implementation should not be compressed into 30 days simply to meet a calendar target.

Data migration, integrations, complex customization, stakeholder decisions, testing, and UAT can become major timeline drivers.

Yes. Configuration, integration development, migration preparation, testing preparation, and documentation can often run in parallel when their dependencies are properly managed.

A consulting partner can help reduce planning and execution complexity by providing implementation expertise, architecture, configuration, integration, testing, and rollout support. Salesforce itself notes that consulting partners can help organizations design, build, test, and roll out Salesforce.

For complex organizations, phased implementation can reduce deployment risk and allow teams to learn from early releases. A big-bang rollout can still make sense when the organization has a relatively controlled scope and strong readiness.

Data migration planning should start during discovery rather than near go-live. Data sources, ownership, quality, mapping, relationships, and historical data requirements can influence the Salesforce architecture and configuration.

Most organizations enter a hypercare period followed by ongoing optimization, support, enhancement, release management, data quality management, and adoption improvement.

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